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10/18/2022
Perceptual Grouping in Vision-Language Models
Recent advances in zero-shot image recognition suggest that vision-langu...
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07/20/2020
Navigating the Trade-Off between Multi-Task Learning and Learning to Multitask in Deep Neural Networks
The terms multi-task learning and multitasking are easily confused. Mult...
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03/04/2020
Privacy-preserving Learning via Deep Net Pruning
This paper attempts to answer the question whether neural network prunin...
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03/02/2018
Meta-Learning for Semi-Supervised Few-Shot Classification
In few-shot classification, we are interested in learning algorithms tha...
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11/17/2015